Publication: Decision tree analysis in subarachnoid hemorrhage: prediction of outcome parameters during the course of aneurysmal subarachnoid hemorrhage using decision tree analysis
Decision tree analysis in subarachnoid hemorrhage: prediction of outcome parameters during the course of aneurysmal subarachnoid hemorrhage using decision tree analysis
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Hostettler, I. C., Muroi, C., Richter, J. K., Schmid, J., Neidert, M. C., Seule, M., Boss, O., Pangalu, A., Germans, M. R., & Keller, E. (2018). Decision tree analysis in subarachnoid hemorrhage: prediction of outcome parameters during the course of aneurysmal subarachnoid hemorrhage using decision tree analysis. Journal of Neurosurgery, 129(6), 1499–1510. https://doi.org/10.3171/2017.7.JNS17677
Abstract
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OBJECTIVE The aim of this study was to create prediction models for outcome parameters by decision tree analysis based on clinical and laboratory data in patients with aneurysmal subarachnoid hemorrhage (aSAH). METHODS The database consisted of clinical and laboratory parameters of 548 patients with aSAH who were admitted to the Neurocritical Care Unit, University Hospital Zurich. To examine the model performance, the cohort was randomly divided into a derivation cohort (60% [n = 329]; training data set) and a validation cohort (40% [
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- Hostettler, Isabel Charlotte
- Muroi, Carl
- Richter, Johannes Konstantin
- Seule, Martin
- Boss, Oliver
- Pangalu, Athina
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Hostettler, I. C., Muroi, C., Richter, J. K., Schmid, J., Neidert, M. C., Seule, M., Boss, O., Pangalu, A., Germans, M. R., & Keller, E. (2018). Decision tree analysis in subarachnoid hemorrhage: prediction of outcome parameters during the course of aneurysmal subarachnoid hemorrhage using decision tree analysis. Journal of Neurosurgery, 129(6), 1499–1510. https://doi.org/10.3171/2017.7.JNS17677
